It would be very nice to have an undo button. There are currently many ways you could screw things up with a single action if you aren't paying 100% attention. I was trying to remove a single category from many selected pictures. I accidentally hit the remove all categories button and then had to reassign categories for all of those pictures. With an undo button I could have simply fixed everything as long as I realized right away that I'd made a mistake.